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2010 INTERNATIONAL CONFERENCE ON COMMUNICATION CONTROL AND COMPUTING TECHNOLOGIES最新文献

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Performance improvement of a photo voltaic array using MPPT (P&O) technique 利用MPPT (P&O)技术改进光伏阵列的性能
Pub Date : 2010-12-17 DOI: 10.1109/ICCCCT.2010.5670550
R. Sridhar, N. Thamizh Selvan, S. Jeevananthan, PV Sujith Chowdary
This paper proposes modeling and simulation of photovoltaic model. Taking in to account the temperature and sun's irradiance, the PV array is modeled and its voltage current characteristics and the power and voltage characteristics are simulated. This enables the dynamics of PV system to be easily simulated and optimized. It is noticed that the output characteristics of a PV array are influenced by the environmental factors and the conversion efficiency is low. Therefore a maximum power tracking (MPPT) technique is needed to track the peak power to maximize the produced energy. The maximum power point in the power -voltage graph is identified by an algorithm called perturbation & observation (P&O) method or Hill climbing. This algorithm will identify the suitable duty ratio in which the DC/DC converter should be operated to maximize the power output. The results confirm that the photo voltaic array with proposed MPPT controller can operate in the maximum power point for the whole range of assumed solar data (irradiance and temperature).
本文提出了光伏模型的建模与仿真。在考虑温度和太阳辐照度的情况下,对光伏阵列进行建模,并对其电压电流特性和功率电压特性进行仿真。这使得光伏系统的动力学可以很容易地模拟和优化。光伏阵列的输出特性受环境因素的影响,且转换效率较低。因此,需要一种最大功率跟踪(MPPT)技术来跟踪峰值功率以使产生的能量最大化。功率-电压图中的最大功率点由一种称为摄动观察法(P&O)或爬坡法的算法确定。该算法将确定合适的占空比,其中DC/DC转换器应该运行以最大限度地提高功率输出。结果证实,采用MPPT控制器的光伏阵列可以在整个假定的太阳数据(辐照度和温度)范围内工作在最大功率点。
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引用次数: 28
Feature based blind approach for robust watermarking 基于特征的盲法鲁棒水印
Pub Date : 2010-12-17 DOI: 10.1109/ICCCCT.2010.5670767
S. Sujatha, M. Sathik
The central idea of this paper is to propose an innovative watermarking scheme for digital image authentication which withstands common image processing attacks. Some pixels are randomly selected from original image, so that all of them have a valid 3×3 neighborhoods. A binary sequence is constructed from those pixels by comparing them against average values of neighborhoods. The binary sequence is then converted into a watermark pattern in the form of a Hankel matrix to improve security of watermarking process and is then embedded within the host image. The operation of embedding and extraction of watermark is done in high frequency domain of Discrete Wavelet Transform since small modifications in this domain are not perceived by human eyes. This watermarking scheme deals with the extraction of the watermark information in the absence of original image, hence the blind scheme was obtained.
本文的核心思想是提出一种创新的数字图像认证水印方案,该方案能够抵御常见的图像处理攻击。从原始图像中随机选择一些像素,使它们都有一个有效的3×3邻域。通过将这些像素与邻域的平均值进行比较,构建二值序列。然后将二值序列转换成汉克尔矩阵形式的水印图案,以提高水印过程的安全性,然后嵌入到主图像中。水印的嵌入和提取是在离散小波变换的高频域中进行的,因为在高频域中的微小修改是人眼无法感知的。该水印方案处理的是在没有原始图像的情况下水印信息的提取,从而获得了盲方案。
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引用次数: 6
Neural cryptography with queries for co-operating attackers and effective number of keys 具有协同攻击者查询和有效密钥数的神经密码学
Pub Date : 2010-12-17 DOI: 10.1109/ICCCCT.2010.5670736
N. Prabakaran, E. Nallaperumal
This work is a new proposal of neural synchronization, which is a communication of two Tree Parity Machines (TPMs) for agreement on a common secret key over a public channel. This can be achieved by two TPMs, which are trained on their mutual output, which can synchronize to a time dependent state of identical synaptic weight vectors. In the proposed TPMs random inputs are replaced with queries, which are considered. The queries depend on the current state of A and B TPMs. Then, TPM's hidden layers of each output vectors are compared. That is, the output vectors of hidden unit using Hebbian learning rule and dynamic unit using Random walk learning rule are compared. Among the compared values, the output layer receives one of the best values. In this paper, the increased synchronization time of the co-operating attacker against the flipping attack is also analyzed.
本文提出了一种新的神经同步方案,它是两台树奇偶校验机(TPMs)在公共通道上就一个公共密钥达成一致的通信。这可以通过两个TPMs来实现,这两个TPMs在它们的相互输出上进行训练,它们可以同步到相同突触权重向量的时间依赖状态。在建议的TPMs中,随机输入被查询所取代。查询依赖于A和B tpm的当前状态。然后,比较每个输出向量的TPM隐藏层。即比较了使用Hebbian学习规则的隐藏单元和使用Random walk学习规则的动态单元的输出向量。在比较的值中,输出层接收最佳值之一。本文还分析了合作攻击者对翻转攻击增加的同步时间。
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引用次数: 1
Fuzzy Sliding Mode Control for a pH process pH过程的模糊滑模控制
Pub Date : 2010-12-17 DOI: 10.1109/ICCCCT.2010.5670566
Mrs. Saji, Dr. Sasi Kumar
Tuning of a pH process is a challenging problem due to the strong on-line non-linearity and extreme sensitivity to disturbances of the process. Hence, a nonlinear control strategy based on sliding mode, which is a standard approach to tackle the parametric and modeling uncertainties of a nonlinear system, is chosen for tuning a pH process. Fuzzy Sliding Mode Control (FSMC) as a robust and intelligent nonlinear control technique is proposed to control processes with severe nonlinearity and unknown models. The proportional and integral constants are adjusted by new tuning rule of fuzzy to adapt with the extreme condition of process. Sliding mode control is introduced into classical model free Fuzzy Logic Control(FLC) for discrete time nonlinear systems with uncertainty to design a novel fuzzy sliding mode control to meet the requirement of necessary and sufficient reaching conditions of tuning a pH process. The simulation results show that the proposed controller outperforms the classical fuzzy logic controller in stability, convergence and robustness. Here Sliding Fuzzy logic control for obtaining the optimal design of the pH process is explained. The performance of the algorithm in obtaining the optimal tuning values has been analyzed in pH process through computer simulation.
由于pH过程具有很强的在线非线性和对扰动的极端敏感性,因此pH过程的调谐是一个具有挑战性的问题。因此,选择基于滑模的非线性控制策略来调整pH过程,这是解决非线性系统参数和建模不确定性的标准方法。模糊滑模控制(FSMC)作为一种鲁棒智能非线性控制技术,被提出用于控制具有严重非线性和未知模型的过程。采用新的模糊整定规则对比例常数和积分常数进行调整,以适应过程的极端条件。将滑模控制引入到具有不确定性的离散时间非线性系统的经典无模型模糊逻辑控制(FLC)中,设计了一种新的模糊滑模控制,以满足pH过程整定达到充分必要条件的要求。仿真结果表明,该控制器在稳定性、收敛性和鲁棒性方面优于经典模糊控制器。本文介绍了滑模模糊控制在pH过程优化设计中的应用。通过计算机仿真,分析了该算法在pH过程中获得最优调优值的性能。
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引用次数: 16
An intelligent authentication system using wavelet fusion of K-PCA, R-LDA 基于小波融合的K-PCA、R-LDA智能认证系统
Pub Date : 2010-12-17 DOI: 10.1109/ICCCCT.2010.5670591
J. Bodapati, K. Kishore, N. Veeranjaneyulu
In this work, we proposed a novel authentication system based on facial features. The proposed method is based on PCA and LDA for feature extraction, these extracted features are combined using wavelet fusion. In this work we use neural networks to classify extracted features of faces. The proposed method consists of six steps: i) Extraction of images from the database, ii) Preprocessing, iii) Feature extraction using PCA, iv) feature extraction using LDA, v) Wavelet fusion of the extracted features, extracted from PCA and LDA and, vi) classification using neural network. Features are extracted using both PCA and LDA to improve capability of LDA when few samples of images are available. Wavelet fusion and neural networks are used to improve classification accuracy. The proposed system shows improvement over the existing methods particularly when the database contains occluded images. Preliminary experimental results have shown high accuracy of the system.
在这项工作中,我们提出了一种新的基于面部特征的身份验证系统。该方法基于PCA和LDA进行特征提取,并将提取的特征进行小波融合。在这项工作中,我们使用神经网络对提取的人脸特征进行分类。该方法包括6个步骤:1)从数据库中提取图像;2)预处理;3)利用主成分分析法提取特征;4)利用LDA提取特征;5)将提取的特征进行小波融合,从主成分分析法和LDA提取特征;6)利用神经网络进行分类。采用主成分分析和LDA相结合的方法提取特征,提高了LDA在图像样本较少时的提取能力。采用小波融合和神经网络相结合的方法提高了分类精度。特别是当数据库中包含遮挡图像时,该系统比现有方法有了改进。初步实验结果表明,该系统具有较高的精度。
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引用次数: 4
Neural network based predictive control for nonlinear chemical process 基于神经网络的非线性化工过程预测控制
Pub Date : 2010-12-17 DOI: 10.1109/ICCCCT.2010.5670573
A. Singh, A. Narain
The paper presents a neural network based predictive control (NPC) strategy to control nonlinear chemical process or system. Multilayer perceptron neural network (MLP) is chosen to represent a Nonlinear autoregressive with exogenous signal (NARX) model of a nonlinear process. Based on the identified neural model, a generalized predictive control (GPC) algorithm is implemented to control the composition in a continuous stirred tank reactor (CSTR), whose parameters are optimally determined by solving quadratic performance index using well known Levenberg-Marquardt and Quasi-Newton algorithm. Also an Instantaneous linearization based predictive control (IPC) strategy is discussed, in which an approximated linear model is extracted from nonlinear neural network by instantaneous linearization around operating points. The tracking performance of the NPC and IPC is tested using different amplitude step function as a reference signal on CSTR application and it is shown using simulation results, that the NPC strategy is more effective and robust than the IPC strategy.
提出了一种基于神经网络的预测控制策略,用于控制非线性化工过程或系统。选择多层感知器神经网络(MLP)来表示非线性过程的非线性自回归外生信号(NARX)模型。基于所识别的神经模型,采用广义预测控制(GPC)算法对连续搅拌槽式反应器(CSTR)的组分进行控制,并利用Levenberg-Marquardt算法和准牛顿算法求解二次性能指标来优化CSTR的参数。讨论了一种基于瞬时线性化的预测控制策略,该策略通过对非线性神经网络的工作点进行瞬时线性化提取近似线性模型。在CSTR应用中,以不同幅度阶跃函数作为参考信号,测试了NPC和IPC的跟踪性能,仿真结果表明,NPC策略比IPC策略更有效,鲁棒性更好。
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引用次数: 2
Modified particle swarm optimized MIMO FLC for complex industrial process 面向复杂工业过程的改进粒子群MIMO FLC优化
Pub Date : 2010-12-17 DOI: 10.1109/ICCCCT.2010.5670576
P. Subbaraj, P.S. Godwin Anand
This paper presents a modified particle swarm optimization (MPSO) algorithm to design an optimal multi input multi out (MIMO) fuzzy logic controller for a cement mill process. The membership function, rule base and the scaling factor of the multi input multi output FLC is tuned for optimal control performance using MPSO by minimizing the Integral absolute error for minimum and maximum operating setpoints. Simulation results show the effectiveness of the proposed MPSO optimized MIMO FLC work effectively under varying hardness and setpoints. The material hardness is considered upto 1.7 to demonstrate the superior performance of the proposed algorithm over other control algorithms.
提出了一种改进的粒子群优化算法(MPSO),用于设计水泥磨机过程的最优多输入多输出(MIMO)模糊控制器。通过最小化最小和最大操作设定值的积分绝对误差,利用MPSO对多输入多输出FLC的隶属函数、规则库和比例因子进行了调整,以获得最优控制性能。仿真结果表明,MPSO优化后的MIMO FLC在不同硬度和设定值下都能有效地工作。材料硬度被认为高达1.7,以证明所提出的算法优于其他控制算法。
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引用次数: 0
Relative Extraction Methodology for class diagram generation using dependency graph 使用依赖图生成类图的相对提取方法
Pub Date : 2010-12-17 DOI: 10.1109/ICCCCT.2010.5670730
Hema Krishnan, P. Samuel
Requirement analysis is the preliminary step in software development process. The requirements stated by the clients are analyzed and an abstraction of it is created which is termed as requirements model. Unified Modeling Language (UML) models are helpful for understanding the problems, communicating with application experts and preparing documentation. The static design view of the system can be modeled using a UML class diagram. System requirements stated by the user are usually in natural language form despite a wide variety of formal languages and UML. This is an imprecise and inconsistent form which is difficult to be used by the developer for design. We present a new methodology for generating UML class diagrams or models from natural language problem statement or requirement specification. We have named our methodology as Relative Extraction Methodology which uses an intermediate graphical representation called dependency graph. This serves as a skeleton for the generation of UML class models. The natural language processing is done for the construction of dependency graph which is finally mapped to a class diagram.
需求分析是软件开发过程中的第一步。对客户所陈述的需求进行分析,并创建其抽象,称为需求模型。统一建模语言(UML)模型有助于理解问题、与应用程序专家沟通以及准备文档。系统的静态设计视图可以使用UML类图进行建模。尽管有各种各样的形式语言和UML,用户声明的系统需求通常是自然语言形式的。这是一种不精确且不一致的形式,很难被开发人员用于设计。我们提出了一种从自然语言问题陈述或需求说明生成UML类图或模型的新方法。我们将我们的方法命名为相对提取方法,它使用一种称为依赖图的中间图形表示。这可以作为生成UML类模型的框架。对依赖图的构造进行自然语言处理,最终映射为类图。
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引用次数: 20
VLSI design of mixed radix FFT Processor for MIMO OFDM in wireless communications 无线通信中MIMO OFDM混合基数FFT处理器的VLSI设计
Pub Date : 2010-12-17 DOI: 10.1109/ICCCCT.2010.5670535
N. Kirubanandasarathy, K. Karthikeyan, K. Thirunadanasikamani
Orthogonal frequency division multiplexing (OFDM) is a popular method for high data rate wireless transmission. OFDM may be merged with antenna arrays at the transmitter and receiver to increase the diversity gain and/or to heighten the system capacity on time-variant and frequency-selective channels, resulting in a Multiple-Input Multiple-Output (MIMO) configuration. The IEEE 802.11n standard based on the MIMO OFDM system provides a very high data throughput from the original data rate of 54 Mb/s to the data rate in excess of 600 Mb/s, because the technique of the MIMO can increase the data rate by extending an OFDM-based system. However, the IEEE 802.11n standard also increases the computational and the hardware complexities greatly, compared with the current Wireless Local Area Network (WLAN) standards. It is a challenge to realize the physical layer of the MIMO OFDM system with minimal hardware complexity and power consumption especially the computational complexity in VLSI implementation. The Fast Fourier Transform / Inverse Fast Fourier Transform (FFT/IFFT) processor is one of the highest computationally complex modules in the physical layer of the IEEE 802.11n standard. However to improve the signal processing capability and to reduce the power consumption as well as the hardware cost of a FFT processor have become challenging targets. In this paper present a pipelined Fast Fourier Transform (FFT) / Inverse Fast Fourier Transform (IFFT) processor for the applications in a MIMO OFDM based IEEE 802.11n WLAN baseband processor is presented. High throughput, memory reduction, low power and complex multiplier reduction are achieved by using higher mixed radix FFT in MIMO-OFDM. The mixed-radix 4/2 with bit reversal FFT architecture is proposed to design the prototype FFT/IFFT processor for MIMO-OFDM systems. The proposed processor with minimal hardware complexity reduces the power consumption.
正交频分复用(OFDM)是一种流行的高数据速率无线传输方法。OFDM可以与发射器和接收器上的天线阵列合并,以增加分集增益和/或提高时变和频率选择信道上的系统容量,从而形成多输入多输出(MIMO)配置。基于MIMO OFDM系统的IEEE 802.11n标准提供了非常高的数据吞吐量,从最初的54 Mb/s数据速率到超过600 Mb/s的数据速率,因为MIMO技术可以通过扩展基于OFDM的系统来提高数据速率。然而,与现有的无线局域网(WLAN)标准相比,IEEE 802.11n标准也大大增加了计算和硬件复杂性。在VLSI实现中,如何以最小的硬件复杂度和功耗实现MIMO OFDM系统的物理层是一个挑战。快速傅立叶变换/反快速傅立叶变换(FFT/IFFT)处理器是IEEE 802.11n标准物理层中计算复杂度最高的模块之一。然而,如何提高信号处理能力,降低FFT处理器的功耗和硬件成本已经成为一个具有挑战性的目标。本文提出了一种流水线式快速傅立叶变换(FFT) /反快速傅立叶变换(IFFT)处理器,用于基于IEEE 802.11n的MIMO OFDM无线局域网基带处理器。在MIMO-OFDM中使用高混合基数FFT可实现高吞吐量、减少内存、低功耗和降低复杂乘法器。为了设计MIMO-OFDM系统的FFT/IFFT处理器原型,提出了混合基数4/2位反转FFT架构。所提出的处理器以最小的硬件复杂度降低了功耗。
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引用次数: 21
Firmware for file transfer between Bluetooth module and flash memory through microcontroller in an emerging concept of wireless portable memory access 固件用于在蓝牙模块和闪存之间通过微控制器进行文件传输,是一种新兴的无线便携式存储器访问概念
Pub Date : 2010-12-17 DOI: 10.1109/ICCCCT.2010.5670781
Chandrasinh Parmar, V.V. Dwivedi, H.H. Wandra
The popularity of wireless communication application is increased specially in the ISM band which provides services for free. Bluetooth is one of the technology in unlicensed band which becomes very useful now a days in many short rage application because of its advantages like low power consumption, low cost, low size, universal applicability, multiple simultaneous link. This paper is on the one of its emerging application. We have already seen many of its application in the market now a days like wireless mouse, key board, speaker, printers, fax cell phone access, PDA access etc using Bluetooth link. The use of portable Memory like flash memory known as pen drive, smart card portable hard disk etc. is very popular and common so the theme of this paper is to access a portable memory which may in the pocket of someone in its range without connecting via cable, of course with permission of memory owner via pass key. This paper is on the emerging application, the wireless memory access through Bluetooth enabled DTE. The main focus of this paper is on wireless memory module side, specifically a firmware for transfer file read, write and erase from Bluetooth transceiver to flash memory using micro controller.
特别是在提供免费服务的ISM频段,无线通信应用日益普及。蓝牙技术是免授权频段技术之一,由于其具有低功耗、低成本、小体积、通用、多链路同时传输等优点,在短频段应用中发挥了重要作用。本文是关于其新兴应用之一。我们已经在市场上看到了它的许多应用,比如无线鼠标、键盘、扬声器、打印机、传真、手机接入、PDA接入等。使用便携式存储器,如闪存被称为笔式驱动器,智能卡便携式硬盘等是非常流行和常见的,所以本文的主题是访问便携式存储器,这可能是在其范围内的人的口袋里没有通过电缆连接,当然与内存所有者的许可通过密钥。本文主要介绍的是新兴的应用,通过蓝牙实现无线存储器访问的DTE。本文的重点是无线存储模块方面,具体来说,是一个利用微控制器将蓝牙收发器中的文件读写和擦除传输到闪存的固件。
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引用次数: 1
期刊
2010 INTERNATIONAL CONFERENCE ON COMMUNICATION CONTROL AND COMPUTING TECHNOLOGIES
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